2018
DOI: 10.1016/j.cub.2017.11.063
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Dynamics and Ultradian Structure of Human Sleep in Real Life

Abstract: The temporal dynamics that characterize sleep are difficult to capture outside the sleep laboratory. Therefore, longitudinal studies and big-data approaches assessing sleep dynamics are lacking. Here, we present the first large-scale analysis of human sleep dynamics in real life by making use of longitudinal wrist movement recordings of >16,000 sleep bouts from 573 subjects. Through non-linear conversion of locomotor activity to "Locomotor Inactivity During Sleep" (LIDS), movement patterns are exposed that dir… Show more

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Cited by 58 publications
(54 citation statements)
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“…We used actigraphy scores to devise criteria for behavioural sleep/rest 56–59 , defining it as complete immobility (activity score equal to zero). Using survival curve analyses, we plotted the distribution of rest episodes during the night and during the day as a function of their progressively increasing duration, expressed as a percentage of the total number of episodes; we performed this same analysis for episodes of activity to quantify how long episodes with movement were sustained.…”
Section: Methodsmentioning
confidence: 99%
“…We used actigraphy scores to devise criteria for behavioural sleep/rest 56–59 , defining it as complete immobility (activity score equal to zero). Using survival curve analyses, we plotted the distribution of rest episodes during the night and during the day as a function of their progressively increasing duration, expressed as a percentage of the total number of episodes; we performed this same analysis for episodes of activity to quantify how long episodes with movement were sustained.…”
Section: Methodsmentioning
confidence: 99%
“…Of course, as with comparative studies of human sleep, confounding factors such as increased fatigue associated with exercise may have influenced patterns of sleep in this study. Ongoing developments in our ability to record sleep at home, using reasonably cheap and unobtrusive technology (e.g., Winnebeck, Fischer, Leise, & Roenneberg, ), will hopefully facilitate further research. Such research could also help to address the extent to which outdoor illumination affects human sleep, and whether illumination from indoor lighting and light‐emitting screens effectively overwhelms effects from external sources of illumination.…”
Section: Human Sleep: Real‐world Comparisonsmentioning
confidence: 99%
“…2A/B, p = 0.538). Moreover, actigraphy can provide an assessment of restlessness during sleep [28] and by this criterion, the sleep quality was equivalent between the Breakfast vs. Snack Sessions ( Fig.…”
Section: Resultsmentioning
confidence: 99%